ALGORITHMIC JUSTICE THROUGH AN ISLAMIC LENS: INTEGRATING MAQASID AL-SHARIAH INTO FINTECH DECISION-MAKING MODELS
Abstract
The rapid expansion of financial technology has transformed global financial services through automated and data-driven decision-making processes. However, algorithmic systems in fintech often inherit biases and structural inequalities embedded within data, raising concerns about fairness, transparency, and ethical accountability. Islamic finance offers a holistic ethical framework grounded in Maqasid al-Shariah, which emphasizes the protection of faith, life, intellect, lineage, and wealth. This study aims to explore how these principles can be systematically integrated into fintech algorithmic decision-making models to promote algorithmic justice and enhance inclusivity for users in Muslim-majority economies. A qualitative design was employed involving content analysis of Islamic jurisprudence literature and expert interviews with scholars in Islamic finance, Shariah advisory, and fintech governance. The findings reveal that Maqasid al-Shariah provides both normative guidance and operational criteria for mitigating algorithmic harms, particularly in ensuring equitable access to financing, preventing exploitation, and protecting user data from unethical manipulation. The study also identifies a proposed framework for embedding Maqasid al-Shariah indicators into key stages of algorithmic governance, including data selection, risk scoring, and explainability mechanisms. The results conclude that the fusion of algorithmic decision-making with Islamic ethical objectives can strengthen justice, social welfare, and user trust in fintech ecosystems. Future implications highlight the need for multidisciplinary collaboration to develop Shariah-compliant algorithmic audit standards and regulatory policies for sustainable Islamic digital finance.
Full text article
References
Ahmed, H. (2024). Security tokens, ecosystems and financial inclusion: Islamic perspectives. International Journal of Islamic and Middle Eastern Finance and Management, 17(4), 730–745. https://doi.org/https://doi.org/10.1108/IMEFM-04-2024-0195
Aldemir, A., & Leurs, K. (2024). Racism and discrimination during the COVID-19 pandemic: Experiences of Turkish migrant women in the Netherlands. Women’s Studies International Forum, 106, 102972. https://doi.org/https://doi.org/10.1016/j.wsif.2024.102972
Alhaimer, R., Alkhaldi, A. N., Alharbi, E., & Almutairi, B. (2025). Reimagining Marketing Campaigns in Kuwait: International Journal of Business Intelligence Research, 16(1). https://doi.org/https://doi.org/10.4018/IJBIR.388737
AlKharouf, R., Shehadeh, A., Alrefaee, A., & Alshboul, O. (2024). Integrative strategies for social inclusion and equity: Enhancing refugee access to higher education in Jordan. Heliyon, 10(11), e31762. https://doi.org/https://doi.org/10.1016/j.heliyon.2024.e31762
Alsaghir, M. (2023). Digital risks and Islamic FinTech: a road map to social justice and financial inclusion. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-10-2022-0262
Aysan, A., Dincer, H., Unal, I. M., & Yüksel, S. (2024). AI development in financial markets: a balanced scorecard analysis of its impact on sustainable development goals (February 2024). Kybernetes, 54(10), 6026–6055. https://doi.org/https://doi.org/10.1108/K-05-2024-1181
Aysan, A. F., Gozgor, G., & Nanaeva, Z. (2024). Technological perspectives of Metaverse for financial service providers. Technological Forecasting and Social Change, 202, 123323. https://doi.org/https://doi.org/10.1016/j.techfore.2024.123323
Bouteraa, M., Chekima, B., Amin, H., Tamma, E., Lada, S., Ansar, R., & Lim, M. F. (2024). Does consumer religiosity matter for green banking adoption? Evidence from a Muslim-majority market. Journal of Islamic Marketing, 15(7), 1807–1823. https://doi.org/https://doi.org/10.1108/JIMA-02-2023-0049
Brogi, M., & Lagasio, V. (2024). New but naughty. The evolution of misconduct in FinTech. International Review of Financial Analysis, 95, 103489. https://doi.org/https://doi.org/10.1016/j.irfa.2024.103489
David, A., Yigitcanlar, T., Desouza, K., Li, R. Y. M., Cheong, P. H., Mehmood, R., & Corchado, J. (2024). Understanding local government responsible AI strategy: An international municipal policy document analysis. Cities, 155, 105502. https://doi.org/https://doi.org/10.1016/j.cities.2024.105502
Dwi, M. (2025). Ethical and psychological implications of generative AI in digital afterlife technologies: A systematic literature review on responsible inclusive innovation. Journal of Responsible Technology, 24, 100136. https://doi.org/https://doi.org/10.1016/j.jrt.2025.100136
Fischer, B., & Frennert, S. (2025). Towards an experiential ethics of AI and robots: A review of empirical research on human encounters. Technological Forecasting and Social Change, 219, 124264. https://doi.org/https://doi.org/10.1016/j.techfore.2025.124264
Frosio, G., & Obafemi, F. (2025). Augmented accountability: Data access in the metaverse. Computer Law & Security Review, 59, 106196. https://doi.org/https://doi.org/10.1016/j.clsr.2025.106196
Ghaemi Asl, M., Ben Jabeur, S., & Ben Zaied, Y. (2024). Analyzing the interplay between eco-friendly and Islamic digital currencies and green investments. Technological Forecasting and Social Change, 208, 123715. https://doi.org/https://doi.org/10.1016/j.techfore.2024.123715
Hamzah, M. I., Othman, A. K., Fikry, A., Putit, L., & Abu Hassan, L. F. (2025). The psychology of the afterlife and Islamic financing adoption. International Journal of Bank Marketing, 43(8), 1732–1755. https://doi.org/https://doi.org/10.1108/IJBM-11-2024-0696
Haruna, A., Sahel, W., Wirajing, M. A. K., & Herman, P. R. (2025). Steadfast in crisis: Can Islamic finance enhance Cameroonian SMEs’ resilience strategies against the COVID-19 pandemic and the Russia/Ukraine war? Borsa Istanbul Review, 25(3), 633–647. https://doi.org/https://doi.org/10.1016/j.bir.2025.03.002
Iqbal, M. S., Fikri, S. M., Mahmood, S., Hassan, M., Soharwardi, M. A., & Rana, A. (2025). Impact of globalization on resilience of Islamic and conventional banks in Pakistan post-COVID-19: A smart PLS approach. Development and Sustainability in Economics and Finance, 8, 100090. https://doi.org/https://doi.org/10.1016/j.dsef.2025.100090
Kharayat, T. S., & Gupta, H. (2025). Harnessing cleaner production and sustainability strategies for enhancing worker safety in the circular economy: A multi-dimensional analysis. Journal of Environmental Management, 377, 124682. https://doi.org/https://doi.org/10.1016/j.jenvman.2025.124682
Madanchian, M., Mohamed, N., & Taherdoost, H. (2025). Exploring Cryptocurrency Acceptance Patterns: An In-depth Review of Influencing Factors from Adoption to Adaption for Human Resource Management. Procedia Computer Science, 258, 3072–3083. https://doi.org/https://doi.org/10.1016/j.procs.2025.04.565
Marty, J., & Ruel, S. (2025). Unpacking the interconnected challenges of rare metals supply chains: A systematic literature network analysis and conceptual framework. Resources Policy, 106, 105624. https://doi.org/https://doi.org/10.1016/j.resourpol.2025.105624
Mertzanis, C. (2025). Artificial intelligence and investment management: Structure, strategy, and governance. International Review of Financial Analysis, 107, 104599. https://doi.org/https://doi.org/10.1016/j.irfa.2025.104599
Mesiya Peter, M., & Ma, M. (2025). Tortious liability for autonomous marine vehicle collisions: A suggestive move from fault-based to strict liability. Ocean & Coastal Management, 269, 107781. https://doi.org/https://doi.org/10.1016/j.ocecoaman.2025.107781
Minaei, M., Salar, Y. S., Zwierzchowska, I., Azinmoghaddam, F., & Hof, A. (2025). Exploring inequality in green space accessibility for women - Evidence from Mashhad, Iran. Sustainable Cities and Society, 126, 106406. https://doi.org/https://doi.org/10.1016/j.scs.2025.106406
Mohnot, R., Ozturk, I., Rafiuddin, A., Sisodia, G. S., & Singh, V. K. (2025). Changing dynamics of renewable energy investments ecosystem: A scientometrics analysis. Innovation and Green Development, 4(4), 100279. https://doi.org/https://doi.org/10.1016/j.igd.2025.100279
Mondal, M. S. A., Akter, N., & Ibrahim, A. M. (2024). Nexus of environmental accounting, sustainable production and financial performance: An integrated analysis using PLS-SEM, fsQCA, and NCA. Environmental Challenges, 15, 100878. https://doi.org/https://doi.org/10.1016/j.envc.2024.100878
Mumuni, F., & Mumuni, A. (2024). Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning. Cognitive Systems Research, 84, 101188. https://doi.org/https://doi.org/10.1016/j.cogsys.2023.101188
Osakwe, C. N., Ogunmokun, O. A., Elgammal, I., & Kwarteng, M. A. (2025). Individuals’ attitudes and their adoption intentions of central bank digital currency: Combining theories and analytics for deeper insights. Technological Forecasting and Social Change, 210, 123857. https://doi.org/https://doi.org/10.1016/j.techfore.2024.123857
Perdana, A., Arifin, S., & Quadrianto, N. (2025). Algorithmic trust and regulation: Governance, ethics, legal, and social implications blueprint for Indonesia’s central banking. Technology in Society, 81, 102838. https://doi.org/https://doi.org/10.1016/j.techsoc.2025.102838
Phan, T. A., Tran, H. P., Ninh, T. T., & Nguyen, H. K. (2025). “Hey AI, should I buy this stock?” – Trust, technology, and the rise of the young investor. Strategic Business Research, 1(1), 100014. https://doi.org/https://doi.org/10.1016/j.sbr.2025.100014
Qiao, W., & Zheng, H. (2025). Predicting urban vitality and pedestrian road safety in urban areas based on machine learning. Cities, 166, 106193. https://doi.org/https://doi.org/10.1016/j.cities.2025.106193
Sánchez-García, E., Martínez-Falcó, J., Marco-Lajara, B., & Manresa-Marhuenda, E. (2024). Revolutionizing the circular economy through new technologies: A new era of sustainable progress. Environmental Technology & Innovation, 33, 103509. https://doi.org/https://doi.org/10.1016/j.eti.2023.103509
Shaamala, A., Yigitcanlar, T., Nili, A., & Nyandega, D. (2025). Algorithmic urban greening for thermal resilience: AI-optimised tree placement and species selection. Cities, 167, 106356. https://doi.org/https://doi.org/10.1016/j.cities.2025.106356
Vicari, R., Elroy, O., Komendantova, N., & Yosipof, A. (2024). Persistence of misinformation and hate speech over the years: The Manchester Arena bombing. International Journal of Disaster Risk Reduction, 110, 104635. https://doi.org/https://doi.org/10.1016/j.ijdrr.2024.104635
Vijaya, A., Qadri, F. D., Angreani, L. S., & Wicaksono, H. (2025). ESGOnt: An ontology-based framework for Enhancing Environmental, Social, and Governance (ESG) assessments and aligning with Sustainable Development Goals (SDG). Resources, Environment and Sustainability, 22, 100262. https://doi.org/https://doi.org/10.1016/j.resenv.2025.100262
Wang, A., & Bhatt, I. (2025). Big sister, dog, and ethnic names: Semiotic ideologies of self-naming on Xiaohongshu (RED). Discourse, Context & Media, 66, 100898. https://doi.org/https://doi.org/10.1016/j.dcm.2025.100898
Xu, F., Kasperskaya, Y., & Sagarra, M. (2025). The impact of FinTech on bank performance: A systematic literature review. Digital Business, 5(2), 100131. https://doi.org/https://doi.org/10.1016/j.digbus.2025.100131
Yüksel, S., Kalyoncu, G., & Özdurak, C. (2023). Constructing an index for participation finance. Borsa Istanbul Review, 23(4), 895–905. https://doi.org/https://doi.org/10.1016/j.bir.2023.03.003
Zhao, J. (2024). Promoting more accountable AI in the boardroom through smart regulation. Computer Law & Security Review, 52, 105939. https://doi.org/https://doi.org/10.1016/j.clsr.2024.105939
Zheng, J., Zhang, J. Z., Kamal, M. M., Liang, X., & Alzeiby, E. A. (2025). Unpacking human-AI interaction: Exploring unintended consequences on employee Well-being in entrepreneurial firms through an in-depth analysis. Journal of Business Research, 196, 115406. https://doi.org/https://doi.org/10.1016/j.jbusres.2025.115406
Authors
Copyright (c) 2026 Nina Anis, Rasha Al-Ansari, Hans Peters

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.